In this post, we will explore into some of the more recent imbalanced dataset studies. Imbalanced Data Problem: In machine learning it is one of common problems one may come across while training a dataset that the accuracy performance is extremely good but it only seemed so due to the dataset distribution of one class being far greater…

Have a look at this object (try to forget that its a cup for a moment =p ) , And a series of other objects (credit to Google’s image search on word “cup”), Are you able to agree that the sky blue object above and all the series of other objects seen on the figure above…